"""Module containing performance results for the Llama-Spark model.""" results_llama_spark = { "name": "Llama-Spark", "modelType": "Llama 3.1 8B", "configurations": [ { "instanceType": "g5.2xlarge", "quantization": "none", "container": "TGI 2.2.0", "status": "OK", "tokensPerSecond": "29", "notes": "4K/8K fails", }, { "instanceType": "g5.12xlarge", "quantization": "none", "container": "TGI 2.2.0", "status": "OK", "tokensPerSecond": "85", "notes": '"MAX_INPUT_TOKENS": "16384", "MAX_TOTAL_TOKENS": "32768",', }, { "instanceType": "g5.48xlarge", "quantization": "none", "container": "TGI 2.2.0", "status": "OK", "tokensPerSecond": "105", "notes": '"MAX_INPUT_TOKENS": "20480", "MAX_TOTAL_TOKENS": "40960"\n\n32K/64K fails', }, { "instanceType": "g6.12xlarge", "quantization": "none", "container": "TGI 2.2.0", "status": "OK", "tokensPerSecond": "51", "notes": "same as g5?", }, { "instanceType": "g6.48xlarge", "quantization": "none", "container": "TGI 2.2.0", "status": "OK", "tokensPerSecond": "81", "notes": "same as g5?", }, { "instanceType": "g6e.2xlarge", "quantization": "none", "status": "OK", "configurations": [ {"container": "TGI 2.2.0", "tokensPerSecond": "42.1"}, {"container": "SGLang 0.2.13", "tokensPerSecond": "45"}, {"container": "vLLM 0.5.5", "tokensPerSecond": "43.4"}, ], }, { "instanceType": "p4d.24xlarge", "quantization": "none", "container": "TGI 2.2.0", "status": "OK", "tokensPerSecond": "145", "notes": '"MAX_INPUT_TOKENS": "40960", "MAX_TOTAL_TOKENS": "81920"\n\n64K/128K fails (even with 4-bit)', }, { "instanceType": "inf2.*", "container": "TGI 2.2.0", "status": "not supported", "tokensPerSecond": "-", "notes": "Llama-3.1: TGI OK, Neuron SDK OK, optimum-neuron KO", }, ], }